Welcome to the Keras tutorials section! Here, you'll find a variety of guides to help you master Keras, a high-level neural networks API. Whether you're a beginner or an advanced user, these resources will provide valuable insights.
📘 Overview of Keras
Keras is an open-source library that simplifies the process of building and training deep learning models. It runs seamlessly on top of TensorFlow and supports both convolutional and recurrent networks.
🚀 Quick Start Guides
- Getting Started with Keras – A beginner-friendly introduction to Keras basics
- Building Your First Model – Hands-on tutorial for creating a simple neural network
- Image Classification – Learn to implement CNNs for image tasks
🧠 Advanced Topics
- Custom Layers and Models – Explore how to create your own layer classes
- Transfer Learning – Techniques for reusing pre-trained models
- Training & Optimization – Dive into callbacks, metrics, and loss functions
🧪 Practical Examples
- Text Generation with RNNs – Build a model to generate text sequences
- Object Detection – Use pre-trained architectures like YOLO
- Reinforcement Learning – Implement RL algorithms with Keras
🧑🏫 Community & Resources
Join the Keras community for support and discussions:
- Keras Forum – Engage with developers and enthusiasts
- Official Documentation – Dive deeper into API references
- Keras Blog – Stay updated with latest updates and case studies